---
title: IData Insights Blog | Aaron Walker (4)
description: Aaron joined IData in 2014 after over 20 years in higher education, including more than 15 years providing analytics and decision support services. Aaron’s role at IData includes establishing data governance, training data stewards, and improving business intelligence solutions. (4)
---

[![iData_notag_tm](https://blog.idatainc.com/hs-fs/hubfs/iData_notag_tm.png?width=184&name=iData_notag_tm.png)](http://www.idatainc.com)

# IData Insights

## Aaron Walker

![Aaron Walker](https://blog.idatainc.com/hubfs/aaron_2.jpg)

Aaron joined IData in 2014 after over 20 years in higher education, including more than 15 years providing analytics and decision support services. Aaron’s role at IData includes establishing data governance, training data stewards, and improving business intelligence solutions.

### Recent Posts

## [Shadow Systems Explained](https://blog.idatainc.com/shadow-systems)

[February 06, 2019](https://blog.idatainc.com/archive/2019/02) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [shadow](https://blog.idatainc.com/tag/shadow), [systems](https://blog.idatainc.com/tag/systems), [databases](https://blog.idatainc.com/tag/databases), [intelligence](https://blog.idatainc.com/tag/intelligence)

Everyone knows shadow systems are bad, and yet they still proliferate. Rather than enumerate once again why you should take pains to avoid them, we want to spend some time in this post exploring why...

[Learn More](https://blog.idatainc.com/shadow-systems)

## [Data Governance is Foremost About Helping, Not Controlling](https://blog.idatainc.com/dg-helping-not-controlling)

[January 10, 2019](https://blog.idatainc.com/archive/2019/01) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [helping](https://blog.idatainc.com/tag/helping), [assistance](https://blog.idatainc.com/tag/assistance), [intelligence](https://blog.idatainc.com/tag/intelligence), [controlling](https://blog.idatainc.com/tag/controlling)

This blog post discusses the perception of data governance (and data intelligence). It sounds difficult and controlling. Maybe it should be called data guidance instead. Data governance should help...

[Learn More](https://blog.idatainc.com/dg-helping-not-controlling)

## [Do You Know Where Your Data Has Been and What It’s Been Doing?](https://blog.idatainc.com/data-lineage-essential)

[November 14, 2018](https://blog.idatainc.com/archive/2018/11) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [lineage](https://blog.idatainc.com/tag/lineage), [intelligence](https://blog.idatainc.com/tag/intelligence)

The profusion of data sources and systems organizations including higher education introduces plenty of challenges (headaches?) for data managers and consumers. One of the most difficult challenges...

[Learn More](https://blog.idatainc.com/data-lineage-essential)

## [The Promise of Analytics](https://blog.idatainc.com/promise-of-analytics)

[October 24, 2018](https://blog.idatainc.com/archive/2018/10) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [reporting](https://blog.idatainc.com/tag/reporting), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [analytics](https://blog.idatainc.com/tag/analytics), [intelligence](https://blog.idatainc.com/tag/intelligence)

Of our clients who have embarked on an analytics program, many of them have seen the same issues emerge that came up when they introduced Business Intelligence (BI) tools, as well as historically...

[Learn More](https://blog.idatainc.com/promise-of-analytics)

## [Chief Data Officer, Part Two](https://blog.idatainc.com/chief-data-officer-part-2)

[August 13, 2015](https://blog.idatainc.com/archive/2015/08) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [chief](https://blog.idatainc.com/tag/chief), [officer](https://blog.idatainc.com/tag/officer), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [CDO](https://blog.idatainc.com/tag/cdo)

We posted previously about the Chief Data Officer role, inspired by a great article by Mike Anderson. In his article he points out that only a few institutions of higher education have such a...

[Learn More](https://blog.idatainc.com/chief-data-officer-part-2)

## [Chief Data Officer, Part One](https://blog.idatainc.com/do-you-have-a-chief-data-officer)

[July 13, 2015](https://blog.idatainc.com/archive/2015/07) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [chief](https://blog.idatainc.com/tag/chief), [officer](https://blog.idatainc.com/tag/officer), [data](https://blog.idatainc.com/tag/data), [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [CDO](https://blog.idatainc.com/tag/cdo)

Interesting article in the most recent issue of *Educause Review*, called "The Chief Data Officer in Higher Education." Written by Mike Kelly, Chief Data Officer (CDO) at the University of South...

[Learn More](https://blog.idatainc.com/do-you-have-a-chief-data-officer)

## [Building a Better Data Culture](https://blog.idatainc.com/building-a-better-data-culture)

[May 05, 2015](https://blog.idatainc.com/archive/2015/05) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [reporting](https://blog.idatainc.com/tag/reporting), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [technology](https://blog.idatainc.com/tag/technology), [analytics](https://blog.idatainc.com/tag/analytics), [culture](https://blog.idatainc.com/tag/culture), [intelligence](https://blog.idatainc.com/tag/intelligence)

Anyone who's ever attended a [Data Cookbook](http://www.datacookbook.com)demonstration, or heard us talk about it at a higher education conference, has heard us say this: "Reporting is not a technology problem." While we think...

[Learn More](https://blog.idatainc.com/building-a-better-data-culture)

## [Migrating Reports - You have to Analyze the Functional Need](https://blog.idatainc.com/migrating-reports-you-have-to-analyze-the-functional-need)

[July 01, 2013](https://blog.idatainc.com/archive/2013/07) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [reporting](https://blog.idatainc.com/tag/reporting), [functional](https://blog.idatainc.com/tag/functional), [migrating](https://blog.idatainc.com/tag/migrating), [intelligence](https://blog.idatainc.com/tag/intelligence)

So, we're converting from X to Y - can you help us re-write our reports?

Often when an organization is changing from one system to another, they look to automate the process. This works fine,...

[Learn More](https://blog.idatainc.com/migrating-reports-you-have-to-analyze-the-functional-need)

[Previous](https://blog.idatainc.com/author/aaron-walker/page/3) [All posts](https://blog.idatainc.com/all)

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